Jakub Olczak

Publications
CV
Public outreach and news

Articles

Article: EUROPEAN JOURNAL OF TRAUMA AND EMERGENCY SURGERY. 2023;49(2):1057-1069
Development and external validation of automated detection, classification, and localization of ankle fractures: inside the black box of a convolutional neural network (CNN)
Prijs J; Liao Z; To M-S; Verjans J; Jutte PC; Stirler V; Olczak J; Gordon M; Guss D; DiGiovanni CW; Jaarsma RL; IJpma FFA; Doornberg JN
Article: BONE & JOINT JOURNAL. 2022;104B(8):911-914
Artificial intelligence and computer vision in orthopaedic trauma THE WHY, HOW, AND WHAT
Prijs J; Liao Z; Ashkani-Esfahani S; Olczak J; Gordon M; Jayakumar P; Jutte PC; Jaarsma RL; IJpma FFA; Doornberg JN
Article: ACTA ORTHOPAEDICA. 2021;92(5):513-525
Presenting artificial intelligence, deep learning, and machine learning studies to clinicians and healthcare stakeholders: an introductory reference with a guideline and a Clinical AI Research (CAIR) checklist proposal
Olczak J; Pavlopoulos J; Prijs J; Ijpma FFA; Doornberg JN; Lundstrom C; Hedlund J; Gordon M
Article: BONE & JOINT OPEN. 2021;2(10):879-885
An increasing number of convolutional neural networks for fracture recognition and classification in orthopaedics ARE THESE EXTERNALLY VALIDATED AND READY FOR CLINICAL APPLICATION?
Carmo LOE; van den Merkhof A; Olczak J; Gordon M; Jutte PC; Jaarsma RL; Ijpma FFA; Doornberg JN; Prijs J
Article: ACTA ORTHOPAEDICA. 2021;92(1):102-108
Ankle fracture classification using deep learning: automating detailed AO Foundation/Orthopedic Trauma Association (AO/OTA) 2018 malleolar fracture identification reaches a high degree of correct classification
Olczak J; Emilson F; Razavian A; Antonsson T; Stark A; Gordon M
Article: ACTA ORTHOPAEDICA. 2017;88(6):581-586
Artificial intelligence for analyzing orthopedic trauma radiographs Deep learning algorithms-are they on par with humans for diagnosing fractures?
Olczak J; Fahlberg N; Maki A; Razavian AS; Jilert A; Stark A; Skoldenberg O; Gordon M

All other publications

Doctoral thesis: 2024
Fracture evaluation and prediction of outcome after a fracture using artificial neural networks
Olczak J
Review: SEMINARS IN CELL & DEVELOPMENTAL BIOLOGY. 2016;51:44-52
Evaluating network inference methods in terms of their ability to preserve the topology and complexity of genetic networks
Kiani NA; Zenil H; Olczak J; Tegner J

Employments

Affiliated to Research, Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, 2025-2025

Degrees and Education

Degree Of Doctor Of Philosophy, Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, 2024
Degree Of Master Of Science In Medicine, Karolinska Institutet, 2018

Articles

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Degrees and Education

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